We proposed an exact solution algorithm for setup assembly line balancing problem. The algorithm is based on Benders decomposition. We improved and used a previously proposed formulation of the problem. The performance of the proposed algorithm was tested on a set of benchmark instances. The results confirm the superiority of the algorithm in terms of computational time.